Using piecewise polynomial activation functions and relevance attention for long-term time-series prediction

L Jiang, F Zhang - 2024 International Joint Conference on …, 2024 - ieeexplore.ieee.org
Because of the introduction of self-attention mechanisms, various variants of Transformers
have demonstrated significant potential for applications in time-series forecasting in recent …

AEformer: Asymmetric Embedding Transformer for Stock Market Prediction based on Investor Sentiment

L Jiang, S Yue, M Zhang, F Zhang - 2023 - researchsquare.com
Stock market prediction is an essential topic in economics. However, owing to the noise and
volatility of the stock market, timely market prediction is generally considered one of the most …